Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	21253
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.1 MiB
Average record size in memory	200.9 B

Variable types

Numeric	16
Categorical	4
Boolean	1

Alerts

`주소` has a high cardinality: 399 distinct values	High cardinality
`시간단위기온` is highly overall correlated with `분기구분`	High correlation
`시간단위습도` is highly overall correlated with `평균 상대습도(%)` and 1 other fields	High correlation
`평균 상대습도(%)` is highly overall correlated with `시간단위습도` and 1 other fields	High correlation
`실효습도` is highly overall correlated with `시간단위습도` and 1 other fields	High correlation
`전기사용량(KWh)` is highly overall correlated with `가스사용량(KWh)`	High correlation
`가스사용량(KWh)` is highly overall correlated with `전기사용량(KWh)`	High correlation
`분기구분` is highly overall correlated with `시간단위기온`	High correlation
`발화요인대분류명` is highly imbalanced (51.3%)	Imbalance
`사망인명피해수` is highly skewed (γ1 = 30.96680039)	Skewed
`현장소방지역대거리` is highly skewed (γ1 = 20.38416342)	Skewed
`재산피해액` is highly skewed (γ1 = 142.6365673)	Skewed
`사망인명피해수` has 20289 (95.5%) zeros	Zeros
`화재발생시` has 841 (4.0%) zeros	Zeros
`현장소방서거리` has 221 (1.0%) zeros	Zeros
`현장안전센터거리` has 945 (4.4%) zeros	Zeros
`현장소방지역대거리` has 21122 (99.4%) zeros	Zeros
`시간단위풍향` has 621 (2.9%) zeros	Zeros
`재산피해액` has 342 (1.6%) zeros	Zeros

Reproduction

Analysis started	2023-05-04 14:30:28.503471
Analysis finished	2023-05-04 14:31:09.357794
Duration	40.85 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

사망인명피해수
Real number (ℝ)

SKEWED ZEROS

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.068696184

Minimum	0
Maximum	33
Zeros	20289
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	33
Range	33
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.51733108
Coefficient of variation (CV)	7.5307106
Kurtosis	1624.5576
Mean	0.068696184
Median Absolute Deviation (MAD)	0
Skewness	30.9668
Sum	1460
Variance	0.26763145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	20289	95.5%
1	751	3.5%
2	120	0.6%
3	45	0.2%
4	23	0.1%
5	11	0.1%
6	2	< 0.1%
8	2	< 0.1%
10	2	< 0.1%
11	1	< 0.1%
Other values (7)	7	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20289	95.5%
1	751	3.5%
2	120	0.6%
3	45	0.2%
4	23	0.1%
5	11	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
33	1	< 0.1%
32	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
11	1	< 0.1%
10	2	< 0.1%
9	1	< 0.1%
8	2	< 0.1%
7	1	< 0.1%

분기구분
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	848.1 KiB

3	5596
1	5377
4	5176
2	5104

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	21253
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

Most occurring characters

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21253	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21253	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21253	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	5596	26.3%
1	5377	25.3%
4	5176	24.4%
2	5104	24.0%

화재발생일자
Real number (ℝ)

Distinct	1826
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20189215

Minimum	20170101
Maximum	20211231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	20170101
5-th percentile	20170328
Q1	20180215
median	20190331
Q3	20200726
95-th percentile	20210917
Maximum	20211231
Range	41130
Interquartile range (IQR)	20511

Descriptive statistics

Standard deviation	13904.782
Coefficient of variation (CV)	0.00068872325
Kurtosis	-1.2305931
Mean	20189215
Median Absolute Deviation (MAD)	10215
Skewness	0.1635452
Sum	4.2908138 × 10¹¹
Variance	1.9334295 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180126	36	0.2%
20180128	30	0.1%
20190507	29	0.1%
20180205	27	0.1%
20180801	27	0.1%
20190128	26	0.1%
20180210	25	0.1%
20170502	24	0.1%
20170731	24	0.1%
20180112	24	0.1%
Other values (1816)	20981	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170101	9	< 0.1%
20170102	8	< 0.1%
20170103	6	< 0.1%
20170104	6	< 0.1%
20170105	8	< 0.1%
20170106	12	0.1%
20170107	14	0.1%
20170108	8	< 0.1%
20170109	19	0.1%
20170110	10	< 0.1%

Value	Count	Frequency (%)
20211231	9	< 0.1%
20211230	13	0.1%
20211229	14	0.1%
20211228	13	0.1%
20211227	22	0.1%
20211226	17	0.1%
20211225	14	0.1%
20211224	5	< 0.1%
20211223	10	< 0.1%
20211222	15	0.1%

화재발생시
Real number (ℝ)

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.768174

Minimum	0
Maximum	23
Zeros	841
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	13
Q3	18
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.6001129
Coefficient of variation (CV)	0.5169191
Kurtosis	-0.90114411
Mean	12.768174
Median Absolute Deviation (MAD)	5
Skewness	-0.34147258
Sum	271362
Variance	43.56149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
15	1213	5.7%
19	1175	5.5%
18	1127	5.3%
13	1117	5.3%
12	1115	5.2%
14	1097	5.2%
20	1094	5.1%
11	1087	5.1%
16	1065	5.0%
17	1024	4.8%
Other values (14)	10139	47.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	841	4.0%
1	745	3.5%
2	670	3.2%
3	568	2.7%
4	532	2.5%
5	422	2.0%
6	477	2.2%
7	526	2.5%
8	710	3.3%
9	880	4.1%

Value	Count	Frequency (%)
23	895	4.2%
22	912	4.3%
21	962	4.5%
20	1094	5.1%
19	1175	5.5%
18	1127	5.3%
17	1024	4.8%
16	1065	5.0%
15	1213	5.7%
14	1097	5.2%

현장소방서거리
Real number (ℝ)

Distinct	16
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2178516

Minimum	0
Maximum	20
Zeros	221
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	20
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7286972
Coefficient of variation (CV)	0.53722091
Kurtosis	2.4192214
Mean	3.2178516
Median Absolute Deviation (MAD)	1
Skewness	1.0613722
Sum	68389
Variance	2.9883939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	5369	25.3%
2	4937	23.2%
4	3860	18.2%
1	2810	13.2%
5	2037	9.6%
6	1010	4.8%
7	515	2.4%
8	297	1.4%
0	221	1.0%
9	122	0.6%
Other values (6)	75	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	221	1.0%
1	2810	13.2%
2	4937	23.2%
3	5369	25.3%
4	3860	18.2%
5	2037	9.6%
6	1010	4.8%
7	515	2.4%
8	297	1.4%
9	122	0.6%

Value	Count	Frequency (%)
20	2	< 0.1%
14	4	< 0.1%
13	3	< 0.1%
12	8	< 0.1%
11	23	0.1%
10	35	0.2%
9	122	0.6%
8	297	1.4%
7	515	2.4%
6	1010	4.8%

현장안전센터거리
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6217475

Minimum	0
Maximum	10
Zeros	945
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.88375313
Coefficient of variation (CV)	0.54493879
Kurtosis	3.9174881
Mean	1.6217475
Median Absolute Deviation (MAD)	1
Skewness	1.1838632
Sum	34467
Variance	0.78101959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	9796	46.1%
2	7684	36.2%
3	2245	10.6%
0	945	4.4%
4	438	2.1%
5	91	0.4%
6	33	0.2%
7	12	0.1%
8	4	< 0.1%
9	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	945	4.4%
1	9796	46.1%
2	7684	36.2%
3	2245	10.6%
4	438	2.1%
5	91	0.4%
6	33	0.2%
7	12	0.1%
8	4	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
10	2	< 0.1%
9	3	< 0.1%
8	4	< 0.1%
7	12	0.1%
6	33	0.2%
5	91	0.4%
4	438	2.1%
3	2245	10.6%
2	7684	36.2%
1	9796	46.1%

현장소방지역대거리
Real number (ℝ)

SKEWED ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0091751753

Minimum	0
Maximum	6
Zeros	21122
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.13602315
Coefficient of variation (CV)	14.825129
Kurtosis	529.19513
Mean	0.0091751753
Median Absolute Deviation (MAD)	0
Skewness	20.384163
Sum	195
Variance	0.018502298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	21122	99.4%
1	92	0.4%
2	22	0.1%
3	11	0.1%
4	5	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21122	99.4%
1	92	0.4%
2	22	0.1%
3	11	0.1%
4	5	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
4	5	< 0.1%
3	11	0.1%
2	22	0.1%
1	92	0.4%
0	21122	99.4%

발화요인대분류명
Categorical

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	848.1 KiB

부주의	12093
전기적 요인	5654
미상	1717
기계적 요인	970
방화	224
Other values (7)	595

Length

Max length	8
Median length	3
Mean length	3.8977556
Min length	2

Characters and Unicode

Total characters	82839
Distinct characters	35
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	전기적 요인
2nd row	부주의
3rd row	부주의
4th row	부주의
5th row	부주의

Common Values

Value	Count	Frequency (%)
부주의	12093	56.9%
전기적 요인	5654	26.6%
미상	1717	8.1%
기계적 요인	970	4.6%
방화	224	1.1%
화학적 요인	180	0.8%
방화의심	169	0.8%
기타	92	0.4%
가스누출(폭발)	75	0.4%
제품결함	51	0.2%
Other values (2)	28	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
부주의	12093	43.1%
요인	6830	24.3%
전기적	5654	20.1%
미상	1717	6.1%
기계적	970	3.5%
방화	224	0.8%
화학적	180	0.6%
방화의심	169	0.6%
기타	92	0.3%
가스누출(폭발	75	0.3%
Other values (3)	79	0.3%

Most occurring characters

Value	Count	Frequency (%)
의	12262	14.8%
부	12093	14.6%
주	12093	14.6%
인	6856	8.3%
적	6830	8.2%
	6830	8.2%
요	6830	8.2%
기	6716	8.1%
전	5654	6.8%
상	1717	2.1%
Other values (25)	4958	6.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	75859	91.6%
Space Separator	6830	8.2%
Open Punctuation	75	0.1%
Close Punctuation	75	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
의	12262	16.2%
부	12093	15.9%
주	12093	15.9%
인	6856	9.0%
적	6830	9.0%
요	6830	9.0%
기	6716	8.9%
전	5654	7.5%
상	1717	2.3%
미	1717	2.3%
Other values (22)	3091	4.1%

Space Separator

Value	Count	Frequency (%)
	6830	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	75	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	75	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	75859	91.6%
Common	6980	8.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
의	12262	16.2%
부	12093	15.9%
주	12093	15.9%
인	6856	9.0%
적	6830	9.0%
요	6830	9.0%
기	6716	8.9%
전	5654	7.5%
상	1717	2.3%
미	1717	2.3%
Other values (22)	3091	4.1%

Common

Value	Count	Frequency (%)
	6830	97.9%
(	75	1.1%
)	75	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	75859	91.6%
ASCII	6980	8.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
의	12262	16.2%
부	12093	15.9%
주	12093	15.9%
인	6856	9.0%
적	6830	9.0%
요	6830	9.0%
기	6716	8.9%
전	5654	7.5%
상	1717	2.3%
미	1717	2.3%
Other values (22)	3091	4.1%

ASCII

Value	Count	Frequency (%)
	6830	97.9%
(	75	1.1%
)	75	1.1%

시설장소중분류명
Categorical

Distinct	36
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	848.1 KiB

공동주택	6663
단독주택	4595
음식점	2943
일반업무	1812
일상서비스	1170
Other values (31)	4070

Length

Max length	6
Median length	4
Mean length	3.9181763
Min length	2

Characters and Unicode

Total characters	83273
Distinct characters	71
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	단독주택
2nd row	일상서비스
3rd row	음식점
4th row	음식점
5th row	단독주택

Common Values

Value	Count	Frequency (%)
공동주택	6663	31.4%
단독주택	4595	21.6%
음식점	2943	13.8%
일반업무	1812	8.5%
일상서비스	1170	5.5%
판매시설	944	4.4%
작업장	469	2.2%
기타건축물	393	1.8%
숙박시설	225	1.1%
공장시설	215	1.0%
Other values (26)	1824	8.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
공동주택	6663	31.4%
단독주택	4595	21.6%
음식점	2943	13.8%
일반업무	1812	8.5%
일상서비스	1170	5.5%
판매시설	944	4.4%
작업장	469	2.2%
기타건축물	393	1.8%
숙박시설	225	1.1%
공장시설	215	1.0%
Other values (26)	1824	8.6%

Most occurring characters

Value	Count	Frequency (%)
주	11392	13.7%
택	11392	13.7%
공	7047	8.5%
동	6888	8.3%
단	4595	5.5%
독	4595	5.5%
일	2982	3.6%
식	2947	3.5%
음	2943	3.5%
점	2943	3.5%
Other values (61)	25549	30.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	83075	99.8%
Other Punctuation	198	0.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	11392	13.7%
택	11392	13.7%
공	7047	8.5%
동	6888	8.3%
단	4595	5.5%
독	4595	5.5%
일	2982	3.6%
식	2947	3.5%
음	2943	3.5%
점	2943	3.5%
Other values (60)	25351	30.5%

Other Punctuation

Value	Count	Frequency (%)
/	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	83075	99.8%
Common	198	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	11392	13.7%
택	11392	13.7%
공	7047	8.5%
동	6888	8.3%
단	4595	5.5%
독	4595	5.5%
일	2982	3.6%
식	2947	3.5%
음	2943	3.5%
점	2943	3.5%
Other values (60)	25351	30.5%

Common

Value	Count	Frequency (%)
/	198	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	83075	99.8%
ASCII	198	0.2%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	11392	13.7%
택	11392	13.7%
공	7047	8.5%
동	6888	8.3%
단	4595	5.5%
독	4595	5.5%
일	2982	3.6%
식	2947	3.5%
음	2943	3.5%
점	2943	3.5%
Other values (60)	25351	30.5%

ASCII

Value	Count	Frequency (%)
/	198	100.0%

방화관리대상여부
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	702.8 KiB

False	14672
True	6581

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	14672	69.0%
True	6581	31.0%

시간단위기온
Real number (ℝ)

Distinct	547
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.837628

Minimum	-17.9
Maximum	39.4
Zeros	51
Zeros (%)	0.2%
Negative	3037
Negative (%)	14.3%
Memory size	848.1 KiB

Quantile statistics

Minimum	-17.9
5-th percentile	-5.8
Q1	4.5
median	15.2
Q3	23.6
95-th percentile	30.2
Maximum	39.4
Range	57.3
Interquartile range (IQR)	19.1

Descriptive statistics

Standard deviation	11.574746
Coefficient of variation (CV)	0.83646897
Kurtosis	-0.89071966
Mean	13.837628
Median Absolute Deviation (MAD)	9.4
Skewness	-0.28053188
Sum	294091.1
Variance	133.97475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.6	100	0.5%
25.9	98	0.5%
25	98	0.5%
25.6	94	0.4%
22.7	93	0.4%
22.8	93	0.4%
25.2	92	0.4%
25.5	92	0.4%
24	91	0.4%
25.1	91	0.4%
Other values (537)	20311	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.9	1	< 0.1%
-17.8	2	< 0.1%
-17.5	2	< 0.1%
-17.4	1	< 0.1%
-17.2	1	< 0.1%
-16.9	1	< 0.1%
-16.5	2	< 0.1%
-16.4	2	< 0.1%
-16.3	1	< 0.1%
-16.2	5	< 0.1%

Value	Count	Frequency (%)
39.4	2	< 0.1%
39.3	1	< 0.1%
39	2	< 0.1%
38.7	4	< 0.1%
37.9	2	< 0.1%
37.8	2	< 0.1%
37.6	2	< 0.1%
37.4	5	< 0.1%
37.3	1	< 0.1%
37.2	2	< 0.1%

시간단위풍속
Real number (ℝ)

Distinct	81
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2390345

Minimum	0
Maximum	9.1
Zeros	63
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6
Q1	1.3
median	2.1
Q3	3
95-th percentile	4.4
Maximum	9.1
Range	9.1
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	1.1833944
Coefficient of variation (CV)	0.5285289
Kurtosis	0.70351972
Mean	2.2390345
Median Absolute Deviation (MAD)	0.8
Skewness	0.72816557
Sum	47586.2
Variance	1.4004224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	777	3.7%
2.1	720	3.4%
1.7	710	3.3%
2.2	705	3.3%
1.8	704	3.3%
1.4	699	3.3%
1.6	698	3.3%
2.3	692	3.3%
1.1	685	3.2%
1.9	666	3.1%
Other values (71)	14197	66.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	0.3%
0.1	79	0.4%
0.2	92	0.4%
0.3	167	0.8%
0.4	220	1.0%
0.5	309	1.5%
0.6	370	1.7%
0.7	474	2.2%
0.8	454	2.1%
0.9	554	2.6%

Value	Count	Frequency (%)
9.1	1	< 0.1%
8.1	1	< 0.1%
8	2	< 0.1%
7.9	2	< 0.1%
7.7	4	< 0.1%
7.6	4	< 0.1%
7.5	3	< 0.1%
7.4	7	< 0.1%
7.3	6	< 0.1%
7.1	4	< 0.1%

시간단위풍향
Real number (ℝ)

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	203.55526

Minimum	0
Maximum	360
Zeros	621
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	90
median	250
Q3	290
95-th percentile	340
Maximum	360
Range	360
Interquartile range (IQR)	200

Descriptive statistics

Standard deviation	107.37736
Coefficient of variation (CV)	0.52750961
Kurtosis	-1.1854817
Mean	203.55526
Median Absolute Deviation (MAD)	50
Skewness	-0.53057521
Sum	4326160
Variance	11529.897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
290	3545	16.7%
270	3505	16.5%
50	1900	8.9%
250	1560	7.3%
70	1547	7.3%
320	1518	7.1%
230	1138	5.4%
200	1100	5.2%
20	1025	4.8%
90	857	4.0%
Other values (7)	3558	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	621	2.9%
20	1025	4.8%
50	1900	8.9%
70	1547	7.3%
90	857	4.0%
110	528	2.5%
140	337	1.6%
160	276	1.3%
180	493	2.3%
200	1100	5.2%

Value	Count	Frequency (%)
360	608	2.9%
340	695	3.3%
320	1518	7.1%
290	3545	16.7%
270	3505	16.5%
250	1560	7.3%
230	1138	5.4%
200	1100	5.2%
180	493	2.3%
160	276	1.3%

시간단위습도
Real number (ℝ)

Distinct	93
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.729026

Minimum	7
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	7
5-th percentile	25
Q1	41
median	55
Q3	73
95-th percentile	93
Maximum	100
Range	93
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	20.720054
Coefficient of variation (CV)	0.36524608
Kurtosis	-0.84371658
Mean	56.729026
Median Absolute Deviation (MAD)	16
Skewness	0.14821035
Sum	1205662
Variance	429.32065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	412	1.9%
51	387	1.8%
54	385	1.8%
46	379	1.8%
45	378	1.8%
53	376	1.8%
56	369	1.7%
44	367	1.7%
49	360	1.7%
50	354	1.7%
Other values (83)	17486	82.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	2	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	10	< 0.1%
12	15	0.1%
13	25	0.1%
14	33	0.2%
15	45	0.2%
16	53	0.2%
17	42	0.2%

Value	Count	Frequency (%)
100	45	0.2%
99	61	0.3%
98	99	0.5%
97	225	1.1%
96	222	1.0%
95	199	0.9%
94	138	0.6%
93	153	0.7%
92	153	0.7%
91	168	0.8%

시간단위가시거리
Real number (ℝ)

Distinct	1883
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1517.8316

Minimum	27
Maximum	3351
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	27
5-th percentile	381
Q1	1067
median	1834
Q3	2000
95-th percentile	2000
Maximum	3351
Range	3324
Interquartile range (IQR)	933

Descriptive statistics

Standard deviation	576.64484
Coefficient of variation (CV)	0.3799136
Kurtosis	-0.63281815
Mean	1517.8316
Median Absolute Deviation (MAD)	166
Skewness	-0.87821118
Sum	32258474
Variance	332519.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	7243	34.1%
1992	63	0.3%
1996	59	0.3%
1999	59	0.3%
1995	54	0.3%
1997	52	0.2%
1989	47	0.2%
1998	47	0.2%
1994	47	0.2%
1993	47	0.2%
Other values (1873)	13535	63.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27	1	< 0.1%
33	1	< 0.1%
47	1	< 0.1%
50	2	< 0.1%
51	1	< 0.1%
54	1	< 0.1%
57	1	< 0.1%
60	2	< 0.1%
61	2	< 0.1%
63	3	< 0.1%

Value	Count	Frequency (%)
3351	1	< 0.1%
2396	2	< 0.1%
2000	7243	34.1%
1999	59	0.3%
1998	47	0.2%
1997	52	0.2%
1996	59	0.3%
1995	54	0.3%
1994	47	0.2%
1993	47	0.2%

재산피해액
Real number (ℝ)

SKEWED ZEROS

Distinct	4571
Distinct (%)	21.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7011.9904

Minimum	0
Maximum	71613336
Zeros	342
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	31
median	129
Q3	658
95-th percentile	11462.6
Maximum	71613336
Range	71613336
Interquartile range (IQR)	627

Descriptive statistics

Standard deviation	494997.28
Coefficient of variation (CV)	70.592977
Kurtosis	20611.404
Mean	7011.9904
Median Absolute Deviation (MAD)	118
Skewness	142.63657
Sum	1.4902583 × 10⁸
Variance	2.4502231 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	845	4.0%
20	558	2.6%
30	556	2.6%
50	451	2.1%
0	342	1.6%
55	273	1.3%
9	258	1.2%
33	245	1.2%
100	241	1.1%
22	217	1.0%
Other values (4561)	17267	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	342	1.6%
1	83	0.4%
2	66	0.3%
3	53	0.2%
4	64	0.3%
5	169	0.8%
6	67	0.3%
7	82	0.4%
8	134	0.6%
9	258	1.2%

Value	Count	Frequency (%)
71613336	1	< 0.1%
7512359	1	< 0.1%
2432471	1	< 0.1%
2397753	1	< 0.1%
1586332	1	< 0.1%
1451930	1	< 0.1%
862341	1	< 0.1%
765935	1	< 0.1%
609230	1	< 0.1%
507760	1	< 0.1%

평균 상대습도(%)
Real number (ℝ)

Distinct	510
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.137637

Minimum	17.9
Maximum	98.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	17.9
5-th percentile	34.9
Q1	47.6
median	59
Q3	69.8
95-th percentile	86.8
Maximum	98.1
Range	80.2
Interquartile range (IQR)	22.2

Descriptive statistics

Standard deviation	15.592323
Coefficient of variation (CV)	0.26366159
Kurtosis	-0.47016625
Mean	59.137637
Median Absolute Deviation (MAD)	11
Skewness	0.1820789
Sum	1256852.2
Variance	243.12055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64.1	159	0.7%
59.6	132	0.6%
64.4	132	0.6%
71.6	124	0.6%
43.1	122	0.6%
66.9	121	0.6%
54.4	107	0.5%
46.8	107	0.5%
51.3	105	0.5%
48.1	103	0.5%
Other values (500)	20041	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.9	13	0.1%
21.8	19	0.1%
22.9	12	0.1%
24.3	14	0.1%
25.5	12	0.1%
25.6	33	0.2%
25.8	17	0.1%
26.3	8	< 0.1%
26.4	18	0.1%
26.6	13	0.1%

Value	Count	Frequency (%)
98.1	9	< 0.1%
97.6	14	0.1%
97	24	0.1%
96.8	13	0.1%
96.5	15	0.1%
96.3	34	0.2%
96	8	< 0.1%
95.8	26	0.1%
95.6	15	0.1%
95.5	14	0.1%

실효습도
Real number (ℝ)

Distinct	1826
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.38442

Minimum	23.940249
Maximum	77.153859
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	23.940249
5-th percentile	32.92941
Q1	42.042174
median	49.102314
Q3	55.983714
95-th percentile	66.892989
Maximum	77.153859
Range	53.21361
Interquartile range (IQR)	13.94154

Descriptive statistics

Standard deviation	10.210708
Coefficient of variation (CV)	0.20675971
Kurtosis	-0.36172337
Mean	49.38442
Median Absolute Deviation (MAD)	7.002201
Skewness	0.18367103
Sum	1049567.1
Variance	104.25857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.352695	36	0.2%
29.414988	30	0.1%
27.831885	29	0.1%
35.272713	27	0.1%
45.682773	27	0.1%
33.041187	26	0.1%
36.528615	25	0.1%
40.465089	24	0.1%
62.821065	24	0.1%
38.572617	24	0.1%
Other values (1816)	20981	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.940249	14	0.1%
25.89543	11	0.1%
25.94697	13	0.1%
27.498405	11	0.1%
27.561894	14	0.1%
27.831885	29	0.1%
27.834822	18	0.1%
27.936045	7	< 0.1%
27.971715	16	0.1%
28.007877	8	< 0.1%

Value	Count	Frequency (%)
77.153859	21	0.1%
77.061375	19	0.1%
76.995897	11	0.1%
76.421967	13	0.1%
76.363509	20	0.1%
76.137183	17	0.1%
76.132254	14	0.1%
75.716724	15	0.1%
75.012003	17	0.1%
74.742159	9	< 0.1%

주소
Categorical

Distinct	399
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	848.1 KiB

관악구 신림동	637
강서구 화곡동	518
관악구 봉천동	508
구로구 구로동	400
강남구 역삼동	374
Other values (394)	18816

Length

Max length	11
Median length	7
Mean length	7.238931
Min length	5

Characters and Unicode

Total characters	153849
Distinct characters	203
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	0.1%

Sample

1st row	강남구 논현동
2nd row	강남구 논현동
3rd row	강남구 논현동
4th row	강남구 논현동
5th row	강남구 논현동

Common Values

Value	Count	Frequency (%)
관악구 신림동	637	3.0%
강서구 화곡동	518	2.4%
관악구 봉천동	508	2.4%
구로구 구로동	400	1.9%
강남구 역삼동	374	1.8%
노원구 상계동	342	1.6%
중랑구 면목동	340	1.6%
강북구 수유동	297	1.4%
강남구 논현동	296	1.4%
서초구 서초동	280	1.3%
Other values (389)	17261	81.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
강남구	1547	3.6%
관악구	1187	2.8%
강서구	1163	2.7%
송파구	1053	2.5%
강동구	971	2.3%
중랑구	914	2.2%
서초구	889	2.1%
마포구	887	2.1%
서대문구	886	2.1%
구로구	872	2.1%
Other values (412)	32137	75.6%

Most occurring characters

Value	Count	Frequency (%)
동	24229	15.7%
구	22729	14.8%
	21253	13.8%
강	4482	2.9%
서	3424	2.2%
로	2406	1.6%
대	2307	1.5%
신	2252	1.5%
천	2221	1.4%
성	2210	1.4%
Other values (193)	66336	43.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	131001	85.1%
Space Separator	21253	13.8%
Decimal Number	1595	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	24229	18.5%
구	22729	17.4%
강	4482	3.4%
서	3424	2.6%
로	2406	1.8%
대	2307	1.8%
신	2252	1.7%
천	2221	1.7%
성	2210	1.7%
문	2172	1.7%
Other values (184)	62569	47.8%

Decimal Number

Value	Count	Frequency (%)
2	503	31.5%
1	407	25.5%
3	317	19.9%
4	161	10.1%
5	133	8.3%
6	46	2.9%
7	24	1.5%
8	4	0.3%

Space Separator

Value	Count	Frequency (%)
	21253	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	131001	85.1%
Common	22848	14.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	24229	18.5%
구	22729	17.4%
강	4482	3.4%
서	3424	2.6%
로	2406	1.8%
대	2307	1.8%
신	2252	1.7%
천	2221	1.7%
성	2210	1.7%
문	2172	1.7%
Other values (184)	62569	47.8%

Common

Value	Count	Frequency (%)
	21253	93.0%
2	503	2.2%
1	407	1.8%
3	317	1.4%
4	161	0.7%
5	133	0.6%
6	46	0.2%
7	24	0.1%
8	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	131001	85.1%
ASCII	22848	14.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	24229	18.5%
구	22729	17.4%
강	4482	3.4%
서	3424	2.6%
로	2406	1.8%
대	2307	1.8%
신	2252	1.7%
천	2221	1.7%
성	2210	1.7%
문	2172	1.7%
Other values (184)	62569	47.8%

ASCII

Value	Count	Frequency (%)
	21253	93.0%
2	503	2.2%
1	407	1.8%
3	317	1.4%
4	161	0.7%
5	133	0.6%
6	46	0.2%
7	24	0.1%
8	4	< 0.1%

전기사용량(KWh)
Real number (ℝ)

Distinct	399
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15736.438

Minimum	864.475
Maximum	59936.133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	864.475
5-th percentile	4893.4262
Q1	8464.798
median	11991.304
Q3	18727.654
95-th percentile	40140.959
Maximum	59936.133
Range	59071.658
Interquartile range (IQR)	10262.856

Descriptive statistics

Standard deviation	11481.009
Coefficient of variation (CV)	0.72958118
Kurtosis	1.7913034
Mean	15736.438
Median Absolute Deviation (MAD)	4661.5693
Skewness	1.5541609
Sum	3.3444652 × 10⁸
Variance	1.3181357 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8464.798003	637	3.0%
8526.846319	518	2.4%
12122.60555	508	2.4%
38593.10369	400	1.9%
27981.56536	374	1.8%
22353.13505	342	1.6%
6053.175667	340	1.6%
6579.535144	297	1.4%
18096.21046	296	1.4%
35154.32723	280	1.3%
Other values (389)	17261	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
864.475	1	< 0.1%
1360.270073	2	< 0.1%
1404.524609	4	< 0.1%
1486.1	3	< 0.1%
1508.576577	3	< 0.1%
1595.099346	1	< 0.1%
1841.104084	5	< 0.1%
1985.765509	2	< 0.1%
2048.809179	1	< 0.1%
2076.890208	1	< 0.1%

Value	Count	Frequency (%)
59936.13307	11	0.1%
58207.94444	27	0.1%
57865.57723	7	< 0.1%
55019.1058	34	0.2%
54223.6424	6	< 0.1%
52495.57923	187	0.9%
52067.30813	91	0.4%
50761.05645	1	< 0.1%
50481.5704	12	0.1%
50268.83982	19	0.1%

가스사용량(KWh)
Real number (ℝ)

Distinct	399
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20501.702

Minimum	339.91667
Maximum	127523.47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	848.1 KiB

Quantile statistics

Minimum	339.91667
5-th percentile	6131.0336
Q1	10114.289
median	15159.201
Q3	22934.752
95-th percentile	56661.654
Maximum	127523.47
Range	127183.55
Interquartile range (IQR)	12820.463

Descriptive statistics

Standard deviation	17838.813
Coefficient of variation (CV)	0.87011376
Kurtosis	9.8579307
Mean	20501.702
Median Absolute Deviation (MAD)	6244.6894
Skewness	2.8636214
Sum	4.3572267 × 10⁸
Variance	3.1822324 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13634.08214	637	3.0%
8914.511538	518	2.4%
16924.16365	508	2.4%
25980.08593	400	1.9%
22934.75192	374	1.8%
79411.69048	342	1.6%
6907.249522	340	1.6%
7826.339857	297	1.4%
11774.10017	296	1.4%
25684.75625	280	1.3%
Other values (389)	17261	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
339.9166667	5	< 0.1%
1630.969697	4	< 0.1%
1984.207048	1	< 0.1%
2142.314286	5	< 0.1%
2231.87619	2	< 0.1%
2240.15142	1	< 0.1%
2541.47644	1	< 0.1%
2730.433333	4	< 0.1%
2753.428205	3	< 0.1%
2832.758621	2	< 0.1%

Value	Count	Frequency (%)
127523.4653	22	0.1%
122057.8909	3	< 0.1%
116979.5859	5	< 0.1%
114678.3262	91	0.4%
112053.3811	34	0.2%
111884.0976	51	0.2%
110451.2149	26	0.1%
103006.632	35	0.2%
95345.98438	3	< 0.1%
92106.09091	1	< 0.1%

Auto

Heatmap
Table

	사망인명피해수	화재발생일자	화재발생시	현장소방서거리	현장안전센터거리	현장소방지역대거리	시간단위기온	시간단위풍속	시간단위풍향	시간단위습도	시간단위가시거리	재산피해액	평균 상대습도(%)	실효습도	전기사용량(KWh)	가스사용량(KWh)	분기구분	발화요인대분류명	시설장소중분류명	방화관리대상여부
사망인명피해수	1.000	0.017	-0.030	0.007	0.006	0.000	-0.024	-0.012	-0.005	-0.003	0.004	0.214	-0.012	-0.009	-0.006	0.004	0.000	0.148	0.024	0.019
화재발생일자	0.017	1.000	0.022	-0.024	-0.022	0.065	0.042	0.077	-0.081	0.157	0.206	0.001	0.221	0.279	-0.032	-0.022	0.264	0.046	0.030	0.017
화재발생시	-0.030	0.022	1.000	-0.001	0.002	0.012	0.118	0.208	0.159	-0.169	0.106	-0.061	0.005	0.015	-0.000	0.001	0.024	0.036	0.032	0.029
현장소방서거리	0.007	-0.024	-0.001	1.000	0.218	-0.002	-0.011	-0.001	-0.008	-0.007	-0.006	0.016	-0.016	-0.021	-0.015	-0.081	0.004	0.015	0.040	0.034
현장안전센터거리	0.006	-0.022	0.002	0.218	1.000	-0.009	-0.012	0.015	0.010	-0.018	0.010	0.026	-0.012	-0.014	0.086	0.053	0.009	0.000	0.070	0.020
현장소방지역대거리	0.000	0.065	0.012	-0.002	-0.009	1.000	0.001	0.013	0.008	0.010	0.021	0.003	0.015	0.021	0.019	0.011	0.010	0.004	0.000	0.000
시간단위기온	-0.024	0.042	0.118	-0.011	-0.012	0.001	1.000	0.018	-0.154	0.175	0.013	-0.074	0.403	0.491	-0.007	-0.013	0.542	0.031	0.014	0.022
시간단위풍속	-0.012	0.077	0.208	-0.001	0.015	0.013	0.018	1.000	0.247	-0.254	0.163	0.027	-0.081	-0.036	0.017	0.008	0.081	0.004	0.000	0.000
시간단위풍향	-0.005	-0.081	0.159	-0.008	0.010	0.008	-0.154	0.247	1.000	-0.249	0.034	0.001	-0.234	-0.178	0.006	0.003	0.166	0.018	0.000	0.000
시간단위습도	-0.003	0.157	-0.169	-0.007	-0.018	0.010	0.175	-0.254	-0.249	1.000	-0.391	-0.030	0.761	0.649	-0.015	-0.008	0.199	0.047	0.016	0.000
시간단위가시거리	0.004	0.206	0.106	-0.006	0.010	0.021	0.013	0.163	0.034	-0.391	1.000	-0.000	-0.297	-0.141	0.008	0.006	0.073	0.017	0.000	0.000
재산피해액	0.214	0.001	-0.061	0.016	0.026	0.003	-0.074	0.027	0.001	-0.030	-0.000	1.000	-0.043	-0.044	0.057	0.035	0.000	0.004	0.074	0.011
평균 상대습도(%)	-0.012	0.221	0.005	-0.016	-0.012	0.015	0.403	-0.081	-0.234	0.761	-0.297	-0.043	1.000	0.848	-0.018	-0.011	0.261	0.045	0.015	0.000
실효습도	-0.009	0.279	0.015	-0.021	-0.014	0.021	0.491	-0.036	-0.178	0.649	-0.141	-0.044	0.848	1.000	-0.020	-0.016	0.338	0.045	0.009	0.008
전기사용량(KWh)	-0.006	-0.032	-0.000	-0.015	0.086	0.019	-0.007	0.017	0.006	-0.015	0.008	0.057	-0.018	-0.020	1.000	0.731	0.003	0.018	0.094	0.249
가스사용량(KWh)	0.004	-0.022	0.001	-0.081	0.053	0.011	-0.013	0.008	0.003	-0.008	0.006	0.035	-0.011	-0.016	0.731	1.000	0.000	0.021	0.063	0.192
분기구분	0.000	0.264	0.024	0.004	0.009	0.010	0.542	0.081	0.166	0.199	0.073	0.000	0.261	0.338	0.003	0.000	1.000	0.061	0.029	0.008
발화요인대분류명	0.148	0.046	0.036	0.015	0.000	0.004	0.031	0.004	0.018	0.047	0.017	0.004	0.045	0.045	0.018	0.021	0.061	1.000	0.091	0.048
시설장소중분류명	0.024	0.030	0.032	0.040	0.070	0.000	0.014	0.000	0.000	0.016	0.000	0.074	0.015	0.009	0.094	0.063	0.029	0.091	1.000	0.408
방화관리대상여부	0.019	0.017	0.029	0.034	0.020	0.000	0.022	0.000	0.000	0.000	0.000	0.011	0.000	0.008	0.249	0.192	0.008	0.048	0.408	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	분기구분	화재발생일자	화재발생시	현장소방서거리	현장안전센터거리	발화요인대분류명	시설장소중분류명	방화관리대상여부	시간단위기온	시간단위풍속	시간단위풍향	시간단위습도	시간단위가시거리	재산피해액	평균 상대습도(%)	실효습도	주소	전기사용량(KWh)	가스사용량(KWh)
0	1	20170101	0	4	3	전기적 요인	단독주택	Y	0.2	2.2	20.0	79.0	491	13391	75.9	54.273750	강남구 논현동	18096.210463	11774.10017
1	1	20170107	15	4	2	부주의	일상서비스	N	9.3	1.9	270.0	51.0	703	35	64.9	49.554054	강남구 논현동	18096.210463	11774.10017
2	1	20170115	20	5	1	부주의	음식점	N	-4.2	1.8	250.0	43.0	2000	308	35.3	31.607682	강남구 논현동	18096.210463	11774.10017
3	1	20170120	10	4	1	부주의	음식점	Y	-4.4	4.5	270.0	75.0	558	184	70.3	50.355768	강남구 논현동	18096.210463	11774.10017
4	1	20170127	3	5	3	부주의	단독주택	N	1.5	5.9	270.0	82.0	634	877	47.3	43.742292	강남구 논현동	18096.210463	11774.10017
5	1	20170128	1	5	4	기계적 요인	음식점	Y	-6.1	2.6	270.0	52.0	2000	135	38.0	39.579228	강남구 논현동	18096.210463	11774.10017
6	1	20170203	22	5	2	부주의	일상서비스	N	0.6	0.1	0.0	77.0	526	105	65.4	46.303062	강남구 논현동	18096.210463	11774.10017
7	1	20170211	15	4	2	부주의	음식점	N	-0.1	4.2	270.0	33.0	1975	422	45.4	38.257452	강남구 논현동	18096.210463	11774.10017
8	1	20170221	7	4	1	미상	기타건축물	N	-7.5	0.4	0.0	52.0	1965	7315	37.1	41.605767	강남구 논현동	18096.210463	11774.10017
9	1	20170227	9	6	2	미상	의료시설	N	1.0	1.3	20.0	43.0	1782	353	37.4	40.998462	강남구 논현동	18096.210463	11774.10017

	사망인명피해수	분기구분	화재발생일자	화재발생시	현장소방서거리	현장안전센터거리	발화요인대분류명	시설장소중분류명	방화관리대상여부	시간단위기온	시간단위풍속	시간단위풍향	시간단위습도	시간단위가시거리	재산피해액	평균 상대습도(%)	실효습도	주소	전기사용량(KWh)	가스사용량(KWh)
22020	0	3	20190924	8	2	1	미상	음식점	N	15.2	1.7	340.0	69.0	1916	1993	61.3	48.448854	종로구 효자동	2076.890208	1984.207048
22021	0	4	20191123	16	3	2	전기적 요인	공동주택	N	17.0	0.6	360.0	41.0	1995	66	52.0	35.369190	용산구 도원동	35533.737864	122057.890909
22022	0	1	20200219	13	3	2	부주의	공동주택	N	4.5	1.8	230.0	37.0	1573	11	56.8	48.615180	용산구 도원동	35533.737864	122057.890909
22023	0	3	20200813	15	3	2	부주의	공동주택	Y	29.5	3.0	180.0	77.0	1185	12	82.4	72.233802	용산구 도원동	35533.737864	122057.890909
22026	0	1	20200227	22	2	2	전기적 요인	일상서비스	N	5.7	0.6	360.0	54.0	2000	236	54.0	48.351378	용산구 신창동	1508.576577	2753.428205
22027	0	4	20201126	18	2	1	부주의	공동주택	N	7.1	2.2	290.0	56.0	1773	11	66.5	53.538975	용산구 신창동	1508.576577	2753.428205
22028	2	1	20210128	8	3	2	화학적 요인	공동주택	N	-0.3	2.0	20.0	56.0	2000	4000	52.3	48.487317	용산구 신창동	1508.576577	2753.428205
22029	0	1	20200228	22	4	1	전기적 요인	단독주택	N	4.7	0.6	90.0	96.0	137	58	79.4	55.215504	성북구 삼선동3가	10826.115819	30619.671937
22030	0	4	20211229	12	4	2	부주의	공동주택	Y	2.3	1.1	50.0	76.0	950	18	72.9	53.850522	성북구 삼선동3가	10826.115819	30619.671937
22031	0	3	20210715	13	2	1	미상	연구/학원	Y	33.9	1.7	140.0	54.0	2000	38353	71.1	61.490694	종로구 권농동	1595.099346	2541.476440

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample